Tian Tan

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Topics

Lifelong Learning

Reinforcement Learning

Function Approximators

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

Publications

Haichuan Gao, Zhile Yang, Tian Tan, Tianren Zhang, Jinsheng Ren, Pengfei Sun, Shangqi Guo, Feng Chen
Partial Consistency for Stabilizing Undiscounted Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Tianren Zhang, Shangqi Guo, Tian Tan, Xiaolin Hu, Feng Chen
Adjacency Constraint for Efficient Hierarchical Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Xuejun Zhang, Xuemin Zhao, Tian Tan
Robust dialog state tracker with contextual-feature augmentation. Appl. Intell. 51 (4) (2021)
Tianren Zhang, Shangqi Guo, Tian Tan, Xiaolin Hu, Feng Chen
Adjacency constraint for efficient hierarchical reinforcement learning. CoRR (2021)
Tianren Zhang, Shangqi Guo, Tian Tan, Xiaolin Hu, Feng Chen
Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning. NeurIPS (2020)
Tian Tan, Zhihan Xiong, Vikranth R. Dwaracherla
Parameterized Indexed Value Function for Efficient Exploration in Reinforcement Learning. AAAI (2020)
Xin Su, Shangqi Guo, Tian Tan, Feng Chen
Generative Memory for Lifelong Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (6) (2020)
Tian Tan, Feng Bao, Yue Deng, Alex Jin, Qionghai Dai, Jie Wang
Cooperative Deep Reinforcement Learning for Large-Scale Traffic Grid Signal Control. IEEE Trans. Cybern. 50 (6) (2020)
Haichuan Gao, Zhile Yang, Xin Su, Tian Tan, Feng Chen
Adaptability Preserving Domain Decomposition for Stabilizing Sim2Real Reinforcement Learning. IROS (2020)
Tianren Zhang, Shangqi Guo, Tian Tan, Xiaolin Hu, Feng Chen
Generating Adjacency-Constrained Subgoals in Hierarchical Reinforcement Learning. CoRR (2020)
Tian Tan, Tianshu Chu, Jie Wang
Multi-Agent Bootstrapped Deep Q-Network for Large-Scale Traffic Signal Control. CCTA (2020)
Tian Tan, Zhihan Xiong, Vikranth R. Dwaracherla
Parameterized Indexed Value Function for Efficient Exploration in Reinforcement Learning. CoRR (2019)
Tian Tan, Tianshu Chu, Bo Peng, Jie Wang
Large-Scale Traffic Grid Signal Control Using Decentralized Fuzzy Reinforcement Learning. IntelliSys (1) (2016)
Shuhui Qu, Raymond Jian, Tianshu Chu, Jie Wang, Tian Tan
Comuptional reasoning and learning for smart manufacturing under realistic conditions. BESC (2014)